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Paper Citation Record · LEDGER

Constrained Flow Optimization via Sequential Fine Tuning for Molecular Design

As of 22 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2605.30610.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.30610 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T08:07:55.363515Z

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66ce4a7a-6217-46e8-90e8-7b692e4fb4de · outbound

This paper cites Composition and alignment of diffusion models using constrained learning,.

Constrained Flow Optimization via Sequential Fine Tuning for Molecular Design Composition and alignment of diffusion models using constrained learning,

Reference 1

Resolution
malformed identifier
arxiv_id, observed 2026-06-29T08:13:15.494578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-29T08:07:55.363515Z digest=sha256:79d46bc3cdd48102666838d86a13d351f42bcfd84637a82118175718e5d5c4d8

Observation fb2947c9-a878-4bd2-a6bb-9161505de6f1 · outbound

This paper cites Practical Augmented Lagrangian Methods for Constrained Optimization.

Constrained Flow Optimization via Sequential Fine Tuning for Molecular Design Practical Augmented Lagrangian Methods for Constrained Optimization

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-06-29T08:07:55.363515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T08:07:55.363515Z digest=sha256:e31ee1d603e50e17501f265be20ec877cc3c3792a398d323f3cf85ea4ed5b03f

Pith citing papers

No inbound Pith citation observations are available.